1 citations · 1 across the 8 of their papers we have counts for
8 papers
BLR-MoE: Boosted Language-Routing Mixture of Experts for Domain-Robust Multilingual E2E ASR
Guodong Ma, Wenxuan Wang, Lifeng Zhou +3
Recently, the Mixture of Expert (MoE) architecture, such as LR-MoE, is often used to alleviate the impact of language confusion on the multilingual ASR (MASR) task. However, it sti…
LAE-ST-MoE: Boosted Language-Aware Encoder Using Speech Translation Auxiliary Task for E2E Code-switching ASR
Guodong Ma, Wenxuan Wang, Yuke Li +3
Recently, to mitigate the confusion between different languages in code-switching (CS) automatic speech recognition (ASR), the conditionally factorized models, such as the language…
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition
Wenxuan Wang, Guodong Ma, Yuke Li +1
Multilingual speech recognition for both monolingual and code-switching speech is a challenging task. Recently, based on the Mixture of Experts (MoE), many works have made good pro…
Enhancing the Unified Streaming and Non-streaming Model with Contrastive Learning
Yuting Yang, Yuke Li, Binbin Du
The unified streaming and non-streaming speech recognition model has achieved great success due to its comprehensive capabilities. In this paper, we propose to improve the accuracy…
The System Description of dun_oscar team for The ICPR MSR Challenge
Binbin Du, Rui Deng, Yingxin Zhang
This paper introduces the system submitted by dun_oscar team for the ICPR MSR Challenge. Three subsystems for task1-task3 are descripted respectively. In task1, we develop a visual…
Improving CTC-based ASR Models with Gated Interlayer Collaboration
Yuting Yang, Yuke Li, Binbin Du
The CTC-based automatic speech recognition (ASR) models without the external language model usually lack the capacity to model conditional dependencies and textual interactions. In…
Multi-Level Modeling Units for End-to-End Mandarin Speech Recognition
Yuting Yang, Binbin Du, Yuke Li
The choice of modeling units is crucial for automatic speech recognition (ASR) tasks. In mandarin scenarios, the Chinese characters represent meaning but are not directly related t…
BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge
Yuting Yang, Binbin Du, Yingxin Zhang +2
This paper introduces the system submitted by the Yidun NISP team to the video keyword wakeup challenge. We propose a mandarin keyword spotting system (KWS) with several novel and…